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Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications
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(as of Dec 15,2024 05:00:40 UTC – Details)
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Publisher : O’Reilly Media; 1st edition (December 19, 2023)
Language : English
Paperback : 309 pages
ISBN-10 : 1098159225
ISBN-13 : 978-1098159221
Item Weight : 1.1 pounds
Dimensions : 7 x 0.65 x 9.19 inches
Customers say
Customers find the book easy to understand with clear explanations of high-level concepts. The examples and code snippets help practitioners get started with generative AI on AWS. They describe the content quality as excellent, a great resource, and high-quality.
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Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications
In recent years, generative artificial intelligence (AI) has emerged as a powerful tool for creating realistic and complex content, such as images, text, and audio. By training deep learning models on vast amounts of data, these AI systems can generate new content that is indistinguishable from human-created content.
One exciting application of generative AI is in the realm of building context-aware multimodal reasoning applications. These applications have the ability to understand and reason about multiple types of data, such as images, text, and speech, in order to generate meaningful responses or actions.
On Amazon Web Services (AWS), developers can leverage a variety of AI services, such as Amazon Rekognition for image analysis, Amazon Comprehend for natural language processing, and Amazon Polly for text-to-speech capabilities, to build context-aware multimodal reasoning applications.
By combining these services with generative AI techniques, developers can create innovative applications that can understand and respond to user input in a more human-like manner. For example, a virtual assistant could analyze an image, read a text description, and generate a spoken response, all while taking into account the context of the conversation.
Overall, generative AI on AWS opens up a world of possibilities for creating intelligent and context-aware applications that can understand and interact with users in a more natural and intuitive way. With the power of AWS AI services and generative AI techniques, developers can push the boundaries of what is possible in the world of AI-powered applications.
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